{"id":"W4399755165","doi":"10.1503/cmaj.240135","title":"Wildfire smoke","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Smoke; Environmental science; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003429175,0.000414452,0.0003576156,0.0009674864,0.003282741,0.001546451,0.0007454206,0.0006031898,0.03299609],"category_scores_gemma":[0.001433344,0.0001620843,0.0005025254,0.001156874,0.000431219,0.0005168116,0.001152082,0.001394414,0.004545203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004233766,"about_ca_system_score_gemma":0.009660918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7944191,"about_ca_topic_score_gemma":0.9120734,"domain_scores_codex":[0.9992951,0.00003009216,0.00002779646,0.00006141465,0.0003828585,0.0002026889],"domain_scores_gemma":[0.9990039,0.00004110191,0.00009342818,0.00003387671,0.0005094392,0.0003181092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354523,0.0003763904,0.2798128,0.0007467178,0.0001994125,0.001008514,0.001205949,0.0001698608,0.001230621,0.004046248,0.4212658,0.2897022],"study_design_scores_gemma":[0.00003394679,0.000108491,0.5069503,0.001691344,0.0001525789,0.001794755,0.003531458,0.0002664917,0.0006736176,0.001942872,0.4827834,0.0000707157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.199773,0.03159043,0.003823729,0.02380687,0.005807452,0.0008710065,0.09426931,0.001040388,0.6390179],"genre_scores_gemma":[0.6290712,0.04852577,0.004498299,0.0227114,0.001913148,0.0003946458,0.07139474,0.0003354795,0.2211552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2055809,"threshold_uncertainty_score":0.4135832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003711887761654374,"score_gpt":0.2018187212055305,"score_spread":0.1981068334438761,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}